基于Mann-Kendall方法的胶东半岛海岸带 归一化植被指数趋势分析

刘亚龙; 王庆; 毕景芝; 张明明; 邢前国; 施平

基于Mann-Kendall方法的胶东半岛海岸带归一化植被指数趋势分析

1.
鲁东大学海岸研究所,山东烟台 264025
2.
中国科学院烟台海岸带研究所,山东烟台 264003

基金项目: 山东省自然科学基金重点项目(Z2008E03;Z2003E01);烟台市科技攻关项目(2008323);山东省高等学校科技计划项目(J09LE07);山东省科技项目(2007GG2QT06019);教育部重点项目(210122)。

计量
- 文章访问数: 1916
- HTML全文浏览量: 58
- PDF下载量: 1150
- 被引次数: 0
出版历程
- 收稿日期: 2009-09-02
- 修回日期: 2010-04-28

The analysis of NDVI trends in the coastal zone based on Mann-Kendall test: a case in the Jiaodong Peninsula

1.
Coast Lnstitute, Ludong University, Yantai 264025,China
2.
Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences,Yantai 264003,China

摘要

摘要: 利用1998—2008年SPOT/VEGETATION逐旬共372期归一化植被指数时间序列影像数据,引入Mann-Kendall非参数趋势检验方法,分析了胶东半岛最近10 a来的归一化植被指数变化趋势。结果表明,最近10 a来,胶东半岛归一化植被指数变化趋势以衰减区域居主导地位,其中有明显衰减变化趋势的区域占半岛总面积的19.3%,有明显增强变化趋势的区域仅占半岛总面积的2.8%。归一化植被指数衰减区域在空间上沿海岸线呈环状分布,从沿海岸到远离海岸,归一化植被指数增强趋势逐渐明显,衰减最明显的区域大部分位
- 归一化植被指数 /
- 时间序列 /
- Mann-Kendall趋势分析 /
- 海岸带 /
- 胶东半岛
Abstract: On the basis of 372 images of Spot/Vegetation from 1998 to 2008, the Mann-Kendall non-parametric trend test method was used to analyze the normalized difference vegetation in dex(NDVI) trends on the Jiaodong Penisula.During past decade, the areas with decreasing NDVI trends dominated the Jiaodong Peninsula. About 19.3% of the whole area exhibited significant declining trends in the NDVI, and merely 2.8% of areas showed increasing trends. The areas with decreasing trends distributed annularly along the coastline. The increasing trends gradually became more prominent from the coastline to the inner land. Most regions which manifested distinct weakening trends were mainly located within a distance of 30 km apart from the coastline. The regions showing obvious improvement were located in the central peninsula and the coastal forest shelterbelt areas. Human activity and its spatial distribution were the main causes of NDVI changes. Urbanization, industrialization and exploitation of the coastal wetlands resulted in the decaying of NDVI. Protection of the mountain vegetation and the construction of the coastal forest shelterbelt promoted the increasing of NDVI.
- NDVI /
- time series /
- Mann-Kendall test /
- coastal zone /

HTML全文

参考文献(32)

LIU Ji-yuan, LIU Ming-liang, DENG Xiang-zheng, et al. The land-use and land-cover change database and its relative studies in China[J].Journal of Geographical Sciences, 2002, 12(3): 275—282.

李秀彬.全球环境变化研究的核心领域:土地利用/土地覆被变化的国际研究动向[J].地理学报, 1996, 51(6): 553—558.

方精云.全球生态学: 气候变化与生态响应[M].北京:高等教育出版社,2000:1—24.

李凡.海岸带陆海交互作用(LOICZ)研究及我们的策略[J].地球科学进展,1996,11(1):19—23.

吴志峰,胡伟平.海岸带与地球系统科学研究[J].地理科学进展,1999,18(4):346—351.

JAKUBAUSKAS M E, LEGATES D R, KASTENS J H. Crop identification using harmonic analysis of time-series AVHRR NDVI data[J].Computers and Electronics in Agriculture,2002,37: 127—139.

SPANNER M A, PIERCE L L, RUNNING S W, et al.The seasonality of AVHRR data of temperate coniferous forests:relationship with leaf area index[J].Remote Sensing of Environment, 1990, 33:97—112.

RICOTTA C, AVENA G, DE PALMA A. Mapping and monitoring net primary productivity with AVHRR NDVI time-series: statistical equivalence of cumulative vegetation indices[J].ISPRS Journal of Photogrammetry & Remote Sensing,1999,54:325—331.

朱文泉,潘耀忠,张锦水.中国陆地植被净初级生产力遥感估算[J].植物生态学报,2007,31(3):413—424.

MASELLI F.Monitoring forest conditions in a protected Mediterranean coastal area by the analysis of multiyear NDVI data[J].Remote Sensing of Environment,2004,89:428—433.

MARKON C J,FLEMING M D, BINNIAN E F. Characteristics of vegetation phenology over the Alaskan landscape using AVHRR time-series data[J].Polar Record,1995,31:179—190.

陈云浩,李晓兵,史培军.1983—1992年中国陆地NDVI变化的气候因子驱动分析[J].植物生态学报.2001,25(6):716—720.

李春晖,杨志峰.黄河流域NDVI时空变化及其与降水/径流关系[J].地理研究,2004,23(6):753—759.

王新明,王长耀,牛铮. 应用R/S方法分析NDVI时间序列[J].地理与地理信息科学,2005,21(5):20—23.

AKUBAUSKAS M E, LEGATES D R, KASTENS J H, et al. Harmonic analysis of time-series AVHRR NDVI data[J].Photogrammetric Engineering & Remote Sensing,2001,67(4):461—470.

方精云,朴世龙,贺金生,等.近20年来中国植被活动在增强[J].中国科学:C辑,2003,33(6):554—565.

朴世龙,方精云. 最近18年来中国植被覆盖的动态变化[J].第四纪研究,2001, 21(4):294—302.

BEATRIZ Martínez, MARA Amparo Gilabert. Vegetation dynamics from NDVI time series analysis using the wavelet transform[J].Remote Sensing of Environment, 2009(113): 1823—1842.

EASTMAN J R, FILK M. Long sequence time series evaluation using standardized principal components[J].Photogrammetric Engineering & Remote Sensing,1993,59(8):1307—1312.

王坚,张继贤,刘正军,等.基于NDVI序列影像精化结果的植被覆盖变化研究[J].测绘科学,2005,30(6):43—44.

许学工,彭慧芳,徐勤政.海岸带快速城市化的土地资源冲突与协调[J].北京大学学报,2006,42(4):527—533.

张安定,李德一,王大鹏,等.山东半岛北部海岸带土地利用变化与驱动力——以龙口市为例[J].经济地理,2007,27(6):1007—1010.

韩秀珍,李三妹,罗敬宁,等.近20年中国植被时空变化研究[J].干旱区研究,2008,25(6):753—759.

HOLLIGAN P M, DEBOOIS H. LOICZ science plan .IGBP Report No 25.Sweden:IGBP,1993.

YUE S, PILON P, CAVADIAS G. Power of the Mann-Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series[J].Journal of Hydrology,2002 (259): 254—271.

张建云,章四龙,王金星,等.近50年来中国六大流域年际径流变化趋势研究[J].水科学进展,2007,18(2):230—234.

徐宗学,张玲,阮本清.北京地区降水量时空分布规律分析[J].干旱区地理,2006, 29(2):186—192.

JUSTICE C O, TOWNSHEND J R G, HOLBEN B N,et al.Analysis of the phenology of global vegetation using meteorological satellite data[J].International Journal of Remote Sensing, 1985, 6:1271—1318.

王宏,李晓兵,李霞,等.基于NOAA NDVI和MSAVI研究中国北方植被生长季变化[J].生态学报,2007,27(2):504—515.

王澄海,惠小英. 以植被指数0.12为指标看我国的荒漠化与草原界限的变化[J].中国沙漠,2005,25(1):88—92.

何章莉,史合印,邢前国,等.遥感技术在大亚湾区域土地利用类型监测中的应用[J].生态科学,2006,25(4):371—374.

DANA F Morawitz, TINAM Blewett, ALEX Cohen, et al.Using NDVI to assess vegetative land cover change in central puget sound[J].Environmental Monitoring and Assessment,2006,114: 85—106.

施引文献

资源附件(0)

访问统计